ML Anthology

Villegas, Ruben

15 publications

ECCV 2024 ViC-MAE: Self-Supervised Representation Learning from Images and Video with Contrastive Masked Autoencoders Jefferson Hernandez, Ruben Villegas, Vicente Ordonez
ICLR 2023 Phenaki: Variable Length Video Generation from Open Domain Textual Descriptions Ruben Villegas, Mohammad Babaeizadeh, Pieter-Jan Kindermans, Hernan Moraldo, Han Zhang, Mohammad Taghi Saffar, Santiago Castro, Julius Kunze, Dumitru Erhan
NeurIPS 2023 StoryBench: A Multifaceted Benchmark for Continuous Story Visualization Emanuele Bugliarello, H. Hernan Moraldo, Ruben Villegas, Mohammad Babaeizadeh, Mohammad Taghi Saffar, Han Zhang, Dumitru Erhan, Vittorio Ferrari, Pieter-Jan Kindermans, Paul Voigtlaender
ICCV 2021 Contact-Aware Retargeting of Skinned Motion Ruben Villegas, Duygu Ceylan, Aaron Hertzmann, Jimei Yang, Jun Saito
ICCV 2021 Stochastic Scene-Aware Motion Prediction Mohamed Hassan, Duygu Ceylan, Ruben Villegas, Jun Saito, Jimei Yang, Yi Zhou, Michael J. Black
ECCV 2020 Contact and Human Dynamics from Monocular Video Davis Rempe, Leonidas J. Guibas, Aaron Hertzmann, Bryan Russell, Ruben Villegas, Jimei Yang
NeurIPS 2019 High Fidelity Video Prediction with Large Stochastic Recurrent Neural Networks Ruben Villegas, Arkanath Pathak, Harini Kannan, Dumitru Erhan, Quoc V Le, Honglak Lee
ICML 2019 Learning Latent Dynamics for Planning from Pixels Danijar Hafner, Timothy Lillicrap, Ian Fischer, Ruben Villegas, David Ha, Honglak Lee, James Davidson
NeurIPS 2019 Unsupervised Learning of Object Structure and Dynamics from Videos Matthias Minderer, Chen Sun, Ruben Villegas, Forrester Cole, Kevin P. Murphy, Honglak Lee
ICML 2018 Hierarchical Long-Term Video Prediction Without Supervision Nevan Wichers, Ruben Villegas, Dumitru Erhan, Honglak Lee
ECCV 2018 MT-VAE: Learning Motion Transformations to Generate Multimodal Human Dynamics Xinchen Yan, Akash Rastogi, Ruben Villegas, Kalyan Sunkavalli, Eli Shechtman, Sunil Hadap, Ersin Yumer, Honglak Lee
ICLR 2017 Decomposing Motion and Content for Natural Video Sequence Prediction Ruben Villegas, Jimei Yang, Seunghoon Hong, Xunyu Lin, Honglak Lee
ICML 2017 Learning to Generate Long-Term Future via Hierarchical Prediction Ruben Villegas, Jimei Yang, Yuliang Zou, Sungryull Sohn, Xunyu Lin, Honglak Lee
CVPR 2015 Improving Object Detection with Deep Convolutional Networks via Bayesian Optimization and Structured Prediction Yuting Zhang, Kihyuk Sohn, Ruben Villegas, Gang Pan, Honglak Lee
CVPR 2014 Who Do I Look like? Determining Parent-Offspring Resemblance via Gated Autoencoders Afshin Dehghan, Enrique G. Ortiz, Ruben Villegas, Mubarak Shah